Where does the data come from?

NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs. Official record: https://reporter.nih.gov/project-details/11342744

UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB: $388,660 NIH award, cloud, ai and research computing need

Q: How to monitor UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB and peer cloud, ai and research computing records

GrantToVendorMatchPulse lists new GrantToVendorMatchPulse records from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs as they are published; a free weekly email digest and paid alerts follow California records like this one.

UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB (Berkeley, California): $388,660 NIH award, cloud, ai and research computing need. Its award of $388,660 is below the median of $400,000 (48th percentile). Dated 49 days ago, it serves as a historical benchmark. Score 52/100. As of 2026-11-04, from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs.

Data as of 2026-11-04 · Compiled by Zalwin from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs

award: $388,660 · 48th percentile of 14,393 GrantToVendorMatchPulse records · 1.0x the median

Free preview: all 8 published fields of this record are shown below. Locked: 499 related CA GrantToVendorMatchPulse records and the 5-column CSV export.

Field	Value
Organization	UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB
Location	BERKELEY, CA
Funder	NIH
Award	$388,660
Award date	2026-09-17
Project	Accelerating Discovery in Neuroscience By Developing User-Friendly, Sustainable Software and Integrating Data Science Frameworks
Vendor need	Cloud, AI and research computing
Original award record	/report/nihbiotechgrantpulse/nih-11342744
award percentile	48th of 14,393 (median $400,000, 1.0x median)
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Source agency: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs
Record date: 2026-09-17
Data refreshed: 2026-11-04
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LIVE PUBLIC DATA Source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs · Last refreshed: Wed, 04 Nov 2026 09:17:22 GMT

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Peer benchmark and outreach value: UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB and 1,745 California peers

Your role Typical deal size (USD) Assumed reply-to-deal rate (%)

California GrantToVendorMatchPulse records like this one: 1,745
UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB's award: 48th percentile of 14,393 records
Timing: Low: older than 30 days
Estimated pipeline if you contact every California peer: $349,000 (peers × rate × deal size; an estimate from your assumptions, not a forecast)

52 / 100 Procurement Fit Score

Award of $250K+.
Awarded in the last 90 days.

What is the GrantToVendorMatchPulse record for UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB in Berkeley, California?

UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB received a $388,660 NIH award (2026-09-17); likely procurement need: Cloud, AI and research computing.

How does UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB compare to other California GrantToVendorMatchPulse records?

Its award of $388,660 is below the median (48th percentile); smaller records often move faster and face less competition. It is 49 days old; check the official source for later updates before acting.

UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB vs. top 3 peers

Organization	Location	Amount	Percentile	Record date
UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB	BERKELEY, CA	388,660	48th	2026-09-17
University of Southern California	LOS ANGELES, CA	450,000	56th	2026-10-16
Stanford University	STANFORD, CA	810,286	82nd	2026-10-30
STANFORD UNIVERSITY	STANFORD, CA	2,274,387	96th	2026-09-17

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Built from public award data (NIH RePORTER, NSF, OpenFEMA, USASpending.gov), which can lag by weeks. The vendor-need mapping is our classification, not a statement by the grantee; grantees must follow federal procurement rules (2 CFR 200). Not a consumer report and may not be used for FCRA purposes. Informational only; not legal, investment or procurement advice. Not affiliated with any agency or company listed.